Description: Modeling and Analysis of Bio-molecular Networks, Hardcover by Lü, Jinhu; Wang, Pei, ISBN 9811591431, ISBN-13 9789811591433, Brand New, Free P&P in the UK This book addresses a number of questions from the perspective of complex systems: How can we quantitatively understand the life phenomena? How can we model life systems as complex bio-molecular networks? Are there any methods to clarify the relationships among the structures, dynamics and functions of bio-molecular networks? How can we statistically analyse large-scale bio-molecular networks? Focusing on the modeling and analysis of bio-molecular networks, th presents various sophisticated mathematical and statistical approaches. The life system can be described using various levels of bio-molecular networks, including gene regulatory networks, and protein-protein interaction networks. It first provides an overview of approaches to reconstruct various bio-molecular networks, and then discusses the modeling and dynamical analysis of simple genetic circuits, coupled genetic circuits, middle-sized and large-scale biological networks, clarifying the relationships between the structures, dynamics and functions of the networks covered. In the context of large-scale bio-molecular networks, it introduces a number of statistical methods for exploring important bioinformatics applications, including the identification of significant bio-molecules for network medicine and genetic engineering. Lastly, th describes various state-of-art statistical methods for analysing omics data generated by high-throughput sequencing. This book is a valuable resource for readers interested in applying systems biology, dynamical systems or complex networks to explore the truth of nature.
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Book Title: Modeling and Analysis of Bio-molecular Networks
Number of Pages: 464 Pages
Language: English
Publication Name: Modeling and Analysis of Bio-Molecular Networks
Publisher: Springer Verlag, Singapore
Publication Year: 2020
Subject: Engineering & Technology, Biology
Item Height: 235 mm
Item Weight: 893 g
Type: Textbook
Author: Pei Wang, Jinhu Lu
Item Width: 155 mm
Format: Hardcover